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<front>
<journal-meta>
<journal-id journal-id-type="publisher">BG</journal-id>
<journal-title-group>
<journal-title>Biogeosciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1726-4189</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/bg-5-779-2008</article-id>
<title-group>
<article-title>Implications of CO&lt;sub&gt;2&lt;/sub&gt; pooling on &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C of ecosystem respiration and leaves in Amazonian forest</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>de Araújo</surname>
<given-names>A. C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ometto</surname>
<given-names>J. P. H. B.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Dolman</surname>
<given-names>A. J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kruijt</surname>
<given-names>B.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Waterloo</surname>
<given-names>M. J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ehleringer</surname>
<given-names>J. R.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Hydrology and Geo-Environmental Sciences, Faculty of Earth and Life Sciences, Vrije Universiteit, De Boelelaan 1085, 1081 HV, Amsterdam, The Netherlands</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Laboratório de Ecologia Isotópia, Centro de Energia Nuclear na Agricultura, USP, Av. Centenário, 303, Piracicaba, SP, CEP 13416-190, Brazil</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Earth System Science-Climate Change, Centre for Water and Climate, Wageningen-UR, PO Box 47, 6700 AA, Wageningen, The Netherlands</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Department of Biology, University of Utah, 257S 1400E, Salt Lake City, UT, 84112-0840, USA</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>IGBP Regional Office/INPE, Av. dos Astronautas, 1.758 - Jd. Granja, São José dos Campos, SP, CEP 12227-010, Brazil</addr-line>
</aff>
<pub-date pub-type="epub">
<day>14</day>
<month>05</month>
<year>2008</year>
</pub-date>
<volume>5</volume>
<issue>3</issue>
<fpage>779</fpage>
<lpage>795</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2008 A. C. de Araújo et al.</copyright-statement>
<copyright-year>2008</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://bg.copernicus.org/articles/5/779/2008/bg-5-779-2008.html">This article is available from https://bg.copernicus.org/articles/5/779/2008/bg-5-779-2008.html</self-uri>
<self-uri xlink:href="https://bg.copernicus.org/articles/5/779/2008/bg-5-779-2008.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/5/779/2008/bg-5-779-2008.pdf</self-uri>
<abstract>
<p>The carbon isotope of a leaf (&amp;delta;&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;leaf&lt;/sub&gt;) is generally more negative
in riparian zones than in areas with low soil moisture content or rainfall
input. In Central Amazonia, the small-scale topography is composed of
plateaus and valleys, with plateaus generally having a lower soil moisture
status than the valley edges in the dry season. Yet in the dry season, the
nocturnal accumulation of CO&lt;sub&gt;2&lt;/sub&gt; is higher in the valleys than on the
plateaus. Samples of sunlit leaves and atmospheric air were collected along
a topographical gradient in the dry season to test whether the &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;leaf&lt;/sub&gt;
of sunlit leaves and the carbon isotope ratio of ecosystem respired CO&lt;sub&gt;2&lt;/sub&gt;
(&amp;delta;&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;Reco&lt;/sub&gt;) may be more negative in the valley than those on the
plateau.
&lt;br&gt;&lt;br&gt;
The &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;leaf&lt;/sub&gt; was significantly more negative in the valley than on
the plateau. Factors considered to be driving the observed variability in
&amp;delta;&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;leaf&lt;/sub&gt; were: leaf nitrogen concentration, leaf mass per unit area
(LMA), soil moisture availability, more negative carbon isotope ratio of
atmospheric CO&lt;sub&gt;2&lt;/sub&gt; (&amp;delta;&lt;sp&gt;13&lt;/sup&gt;C&lt;sub&gt;a&lt;/sub&gt;) in the valleys during daytime hours, and
leaf discrimination (&amp;Delta;&lt;sub&gt;leaf&lt;/sub&gt;). The observed pattern of &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;leaf&lt;/sub&gt;
might suggest that water-use efficiency (WUE) is higher on the plateaus than
in the valleys. However, there was no full supporting evidence for this
because it remains unclear how much of the difference in &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;leaf&lt;/sub&gt;
was driven by physiology or &amp;delta&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;a&lt;/sub&gt;. The &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;Reco&lt;/sub&gt; was more
negative in the valleys than on the plateaus on some nights, whereas in
others it was not. It is likely that lateral drainage of CO&lt;sub&gt;2&lt;/sub&gt; enriched
in &lt;sup&gt;13&lt;/sup&gt;C from upslope areas might have happened when the nights were less
stable. Biotic factors such as soil CO&lt;sub&gt;2&lt;/sub&gt; efflux (&lt;i&gt;R&lt;/i&gt;&lt;sub&gt;soil&lt;/sub&gt;) and the
responses of plants to environmental variables such as vapor pressure
deficit (&lt;i&gt;D&lt;/i&gt;) may also play a role. The preferential pooling of CO&lt;sub&gt;2&lt;/sub&gt; in the
low-lying areas of this landscape may confound the interpretation of
&amp;delta;&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;leaf&lt;/sub&gt; and &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C&lt;sub&gt;Reco&lt;/sub&gt;.</p>
</abstract>
<counts><page-count count="17"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple">Araujo, A. C., Nobre, A. D., Kruijt, B., Elbers, J. A., Dallarosa, R., Stefani, P., von Randow, C., Manzi, A. O., Culf, A. D., Gash, J. H. C., Valentini, R., and Kabat, P.: Comparative measurements of carbon dioxide fluxes from two nearby towers in a central Amazonian rainforest: The Manaus LBA site, J. Geophys. Res.-Atmos., 107(D20),8090, https://doi.org/10.1029/2001JD000676, 2002. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Bonal, D., Sabatier, D., Montpied, P., Tremeaux, D., and Guehl, J. M.: Interspecific variability of $\delta ^13$C among trees in rainforests of French Guiana: functional groups and canopy integration, Oecologia, 124, 454&amp;ndash;468, 2000. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Bowling, D. R., Cook, C. S., and Ehleringer, J. R.: Technique to measure CO&lt;sub&gt;2&lt;/sub&gt; mixing ratio in small flasks with a bellows/IRGA system, Agricultural and Forest Meteorology, 109, 61&amp;ndash;65, 2001. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Bowling, D. R., McDowell, N. G., Bond, B. J., Law, B. E., and Ehleringer, J. R.: $^13$C content of ecosystem respiration is linked to precipitation and vapor pressure deficit, Oecologia, 131, 113&amp;ndash;124, 2002. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Broadmeadow, M. S. J., Griffiths, H., Maxwell, C., and Borland, A. M.: The carbon isotope ratio of plant organic material reflects temporal and spatial variations in CO&lt;sub&gt;2&lt;/sub&gt; within tropical forest formations in Trinidad, Oecologia, 89, 435&amp;ndash;441, 1992. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Buchmann, N., Guehl, J. M., Barigah, T. S., and Ehleringer, J. R.: Interseasonal comparison of CO&lt;sub&gt;2&lt;/sub&gt; concentrations, isotopic composition, and carbon dynamics in an Amazonian rainforest (French Guiana), Oecologia, 110, 120&amp;ndash;131, 1997. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Chambers, J. Q., Tribuzy, E. S., Toledo, L. C., Crispim, B. F., Higuchi, N., dos Santos, J., Araujo, A. C., Kruijt, B., Nobre, A. D., and Trumbore, S. E.: Respiration from a tropical forest ecosystem: partitioning of sources and low carbon use efficiency, Ecological Applications, 14, S72&amp;ndash;S88, 2004. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Chauvel, A., Lucas, Y., and Boulet, R.: On the genesis of the soil mantle of the region of Manaus, Central Amazonia, Brazil, Experientia, 43, 234&amp;ndash;241, 1987. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Conway, T. J., Lang, P. M. and Masarie, K. A.: Atmospheric carbon dioxide dry air mole fractions from the NOAA ESRL carbon cycle cooperative global air sampling network, 1968&amp;ndash;2006, version: 2007-09-19, available at: ftp://ftp.cmdl.noaa.gov/ccg/co2/flask/event/, 2007. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Dawson, T. E., Mambelli, S., Plamboeck, A. H., Templer, P. H., and Tu, K. P.: Stable isotopes in plant ecology, Annual Review of Ecology and Systematics, 33, 507&amp;ndash;559, 2002. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">de Ara\&apos;ujo, A. C., Kruijt, B., Nobre, A. D., Dolman, A. J., Waterloo, M. J., Moors, E. J., and Souza, J. S.: Nocturnal accumulation of CO&lt;sub&gt;2&lt;/sub&gt; underneath a tropical forest canopy along a topographical gradient, Ecological Applications, in press, 2008. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Ehleringer, J. R., Field, C. B., Lin, Z. F., and Kuo, C. Y.: Leaf carbon isotope and mineral-composition in subtropical plants along an irradiance cline, Oecologia, 70, 520&amp;ndash;526, 1986. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Ehleringer, J. R., Lin, Z. F., Field, C. B., Sun, G. C., and Kuo, C. Y.: Leaf carbon isotope ratios of plants from a subtropical monsoon forest, Oecologia, 72, 109&amp;ndash;114, 1987. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Ehleringer, J. R. and Rundel, P. W.: Stable isotopes: History, units, and instrumentation, in: Stable isotopes in ecological research, 1 ed., edited by: Rundel, P. W., Ehleringer, J. R., and Nagy, K. A., Ecological studies, Springer-Verlag, New York, USA, 1&amp;ndash;15, 1989. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Ehleringer, J. R. and Cook, C. S.: Carbon and oxygen isotope ratios of ecosystem respiration along an Oregon conifer transect: preliminary observations based on small-flask sampling, Tree Physiology, 18, 513&amp;ndash;519, 1998. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Ekblad, A. and Hogberg, P.: Natural abundance of $^13$C in CO&lt;sub&gt;2&lt;/sub&gt; respired from forest soils reveals speed of link between tree photosynthesis and root respiration, Oecologia, 127, 305&amp;ndash;308, 2001. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Farquhar, G. D., Oleary, M. H., and Berry, J. A.: On the relationship between carbon isotope discrimination and the inter-cellular carbon-dioxide concentration in leaves, Australian Journal of Plant Physiology, 9(2), 121&amp;ndash;137, 1982. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Farquhar, G. D., Ehleringer, J. R., and Hubick, K. T.: Carbon isotope discrimination and photosynthesis, Annual Review of Plant Physiology and Plant Molecular Biology, 40, 503&amp;ndash;537, 1989a. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Farquhar, G. D., Hubick, K. T., Condon, A. G., and Richards, R. A.: Carbon isotope fractionation and plant water-use efficiency, in: Stable isotopes in ecological research, 1 ed., edited by: Rundel, P. W., Ehleringer, J. R., and Nagy, K. A., Ecological studies, Springer-Verlag, New York, USA, 21&amp;ndash;39, 1989b. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Ferraz, J., Ohta, S., and Sales, P. C.: Distribui&amp;#x00E7;ão dos solos ao longo de dois transectos em floresta primária ao norte de Manaus (AM), in: Pesquisas florestais para a conseva&amp;#x00E7;ão da floresta e reabilita&amp;#x00E7;ão de áreas degradadas da Amazônia, 1st ed., edited by: Higuchi, N., Campos, M. A. A., Sampaio, P. T. B., and dos Santos, J., Espa&amp;#x00E7;o Comunica&amp;#x00E7;ão Ltda., Manaus, Brazil, 264, 1998. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Flanagan, L. B., Kubien, D. S., and Ehleringer, J. R.: Spatial and temporal variation in the carbon and oxygen stable isotope ratio of respired CO&lt;sub&gt;2&lt;/sub&gt; in a boreal forest ecosystem, Tellus Series B-Chemical and Physical Meteorology, 51, 367&amp;ndash;384, 1999. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Friend, A. D., Woodward, F. I., and Switsur, V. R.: Field-measurements of photosynthesis, stomatal conductance, leaf nitrogen and $\delta ^13$C along altitudinal gradients in Scotland, Functional Ecology, 3, 117&amp;ndash;122, 1989. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Galvão, M. S.: Dinâmica espacial e sazonal da composi&amp;#x00E7;ão isotópica do CO&lt;sub&gt;2&lt;/sub&gt; respirado por meio do solo em uma floresta primária na Amazônia Central, M. S. thesis, Departamento de Ciências Florestais Tropicais, Instituto Nacional de Pesquisas da Amazônia, Universidade Federal do Amazonas, Manaus, Brazil, 63 pp., 2005. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Garten, C. T. and Taylor, G. E.: Foliar $\delta ^13$C within a temperature deciduous forest: spatial, temporal, and species sources of variation, Oecologia, 90, 1&amp;ndash;7, 1992. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Glover, T. J., and Mitchell, K. J.: An introduction to biostatistics, 1st ed., McGraw-Hill Higher Education, New York, 416 pp., 2002. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Goulden, M. L., Miller, S. D., da Rocha, H. R., Menton, M. C., de Freitas, H. C., Figueira, A., and de Sousa, C. A. D.: Diel and seasonal patterns of tropical forest CO&lt;sub&gt;2&lt;/sub&gt; exchange, Ecological Applications, 14, S42&amp;ndash;S54, 2004. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Goulden, M. L., Miller, S. D., and da Rocha, H. R.: Nocturnal cold air drainage and pooling in a tropical forest, J. Geophys. Res.-Atmos., 111, D08S04, https://doi.org/10.1029/2005JD00637, 2006. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Guehl, J. M., Domenach, A. M., Bereau, M., Barigah, T. S., Casabianca, H., Ferhi, A., and Garbaye, J.: Functional diversity in an Amazonian rainforest of French Guyana: a dual isotope approach ($\delta^15$ N and $\delta ^13$C), Oecologia, 116, 316&amp;ndash;330, 1998. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Guillaumet, J. L.: Some structural and floristic aspects of the forest, Experientia, 43, 241&amp;ndash;251, 1987. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Hanba, Y. T., Noma, N., and Umeki, K.: Relationship between leaf characteristics, tree sizes and species distribution along a slope in a warm temperate forest, Ecological Research, 15, 393&amp;ndash;403, 2000. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Keeling, C. D.: The concentration and isotopic abundances of atmospheric carbon dioxide in rural areas, Geochimica et Cosmochimica Acta, 13, 322&amp;ndash;334, 1958. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Keeling, C. D., Bollenbacher, A. F., and Whorf, T. P.: Monthly atmospheric $^13$C/$^12$C isotopic ratios for 10 SIO stations, in: Trends: A compendium of data on global change, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tenn, USA, available at: http://cdiac.ornl.gov/trends/co2/iso-sio/iso-sio.html, 2005a. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Keeling, C. D., Piper, S. C., Bacastow, R. B., Wahlen, M., Whorf, T. P., Heimann, M., and Meijer, H. A.: Atmospheric CO&lt;sub&gt;2&lt;/sub&gt; and $^13$CO&lt;sub&gt;2&lt;/sub&gt; exchange with the terrestrial biosphere and oceans from 1978 to 2000: Observations and carbon cycle implications, in: A history of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; and its effects on plants, animals, and ecosystems, 1 ed., edited by: Ehleringer, J. R., Cerling, T. E., and Dearing, M. D., Ecological studies, Springer Science+Business Media, Inc., New York, USA, 83&amp;ndash;113, 2005b. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Knohl, A., Werner, R. A., Brand, W. A., and Buchmann, N.: Short-term variations in $\delta ^13$C of ecosystem respiration reveals link between assimilation and respiration in a deciduous forest, Oecologia, 142, 70&amp;ndash;82, 2005. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Korner, C. and Woodward, F. I.: The dynamics of leaf extension in plants with diverse altitudinal ranges II. Field studies in \textitPoa species between 600 and 3200 m altitude, Oecologia, 72, 279&amp;ndash;283, 1987. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Korner, C., Farquhar, G. D., and Roksandic, Z.: A global survey of carbon isotope discrimination in plants from high-altitude, Oecologia, 74, 623&amp;ndash;632, 1988. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Korner, C., Farquhar, G. D., and Wong, S. C.: Carbon isotope discrimination by plants follows latitudinal and altitudinal trends, Oecologia, 88, 30&amp;ndash;40, 1991. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Lai, C. T., Ehleringer, J. R., Tans, P., Wofsy, S. C., Urbanski, S. P., and Hollinger, D. Y.: Estimating photosynthetic $^13$C discrimination in terrestrial CO&lt;sub&gt;2&lt;/sub&gt; exchange from canopy to regional scales, Global Biogeochemical Cycles, 18, GB1041, https://doi.org/10.1029/2003GB002148, 2004. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Lai, C. T., Ehleringer, J. R., Schauer, A. J., Tans, P. P., Hollinger, D. Y., Paw U, K. T., Munger, J. W., and Wofsy, S. C.: Canopy-scale $\delta^13$C of photosynthetic and respiratory CO&lt;sub&gt;2&lt;/sub&gt; fluxes: observations in forest biomes across the United States, Glob. Change Biol., 11, 633&amp;ndash;643, 2005. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Lloyd, J., Kruijt, B., Hollinger, D. Y., Grace, J., Francey, R. J., Wong, S. C., Kelliher, F. M., Miranda, A. C., Farquhar, G. D., Gash, J. H. C., Vygodskaya, N. N., Wright, I. R., Miranda, H. S., and Schulze, E. D.: Vegetation effects on the isotopic composition of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; at local and regional scales: theoretical aspects and a comparison between rain forest in Amazonia and a boreal forest in Siberia, Australian Journal of Plant Physiology, 23, 371&amp;ndash;399, 1996. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Luizão, R. C. C., Luizão, F. J., Paiva, R. Q., Monteiro, T. F., Sousa, L. S., and Kruijt, B.: Variation of carbon and nitrogen cycling processes along a topographic gradient in a central Amazonian forest, Glob. Change Biol., 10, 592&amp;ndash;600, 2004. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Marshall, J. D., and Zhang, J.: Altitudinal variation in carbon isotope discrimination by conifers, in: Stable isotopes and plant carbon-water relations, 1 ed., edited by: Ehleringer, J. R., Hall, A. E., and Farquhar, G. D., Physiological ecology, Academic Press, Inc., San Diego, USA, 187&amp;ndash;200, 1993. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Martinelli, L. A., Almeida, S., Brown, I. F., Moreira, M. Z., Victoria, R. L., Sternberg, L. S. L., Ferreira, C. A. C., and Thomas, W. W.: Stable carbon isotope ratio of tree leaves, boles and fine litter in a tropical forest in Rondônia, Brazil, Oecologia, 114, 170&amp;ndash;179, 1998. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">McDowell, N. G., Bowling, D. R., Schauer, A., Irvine, J., Bond, B. J., Law, B. E., and Ehleringer, J. R.: Associations between carbon isotope ratios of ecosystem respiration, water availability and canopy conductance, Glob. Change Biol., 10, 1767&amp;ndash;1784, 2004. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple">Medina, E., and Minchin, P.: Stratification of $\delta ^13$C values of leaves in Amazonian rain forests, Oecologia, 45, 377&amp;ndash;378, 1980. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple">Medina, E., Montes, G., Guevas, E., and Rokzandic, Z.: Profiles of CO&lt;sub&gt;2&lt;/sub&gt; concentration and $\delta ^13$C values in tropical rain forests of the upper Rio Negro Basin, Venezuela, Journal of Tropical Ecology, 2, 207&amp;ndash;217, 1986. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple">Medina, E., Sternberg, L., and Cuevas, E.: Vertical stratification of $\delta^13$C values in closed natural and plantation forests in the Luquillo mountains, Puerto Rico, Oecologia, 87, 369&amp;ndash;372, 1991. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple">Mortazavi, B., Chanton, J. P., Prater, J. L., Oishi, A. C., Oren, R., and Katul, G.: Temporal variability in $^13$C of respired CO&lt;sub&gt;2&lt;/sub&gt; in a pine and a hardwood forest subject to similar climatic conditions, Oecologia, 142, 57&amp;ndash;69, 2005. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple">Nardoto, G. B.: Abundância natural de $^15$N na Amazônia e Cerrado - implica&amp;#x00E7;ões para ciclagem de nitrogênio, Ph.D thesis, Centro de Energia Nuclear na Agricultura, Universidade de São Paulo, Piracicaba, 100 pp., 2005. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple">Oliveira, A. A. de and Mori, S. A.: A central Amazonian terra firme forest. I. High tree species richness on poor soils, Biodiversity and Conservation, 8, 1219&amp;ndash;1244, 1999. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple">Oliveira, A. N. de, and Amaral, I. L. d.: Florística e fitossociologia de uma floresta de vertente na Amazônia Central, Amazonas, Brasil, Acta Amazonica, 34, 21&amp;ndash;34, 2004. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple">Oliveira, A. A. de, and Amaral, I. L. d.: Aspectos florísticos, fitossociológicos e ecológicos de um sub-bosque de terra firme na Amazônia Central, Amazonas, Brasil, Acta Amazonica, 35, 1&amp;ndash;16, 2005. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple">Ometto, J. P. H. B., Flanagan, L. B., Martinelli, L. A., Moreira, M. Z., Higuchi, N., and Ehleringer, J. R.: Carbon isotope discrimination in forest and pasture ecosystems of the Amazon Basin, Brazil, Glob. Biogeochem. Cy., 16(4), 1109, https://doi.org/10.1029/2001gb001462, 2002. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple">Ometto, J. P. H. B., Ehleringer, J. R., Domingues, T. F., Berry, J. A., Ishida, F. Y., Mazzi, E., Higuchi, N., Flanagan, L. B., Nardoto, G. B., and Martinelli, L. A.: The stable carbon and nitrogen isotopic composition of vegetation in tropical forests of the Amazon Basin, Brazil, Biogeochemistry, 79, 251&amp;ndash;274, 2006. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple">Pataki, D. E., Ehleringer, J. R., Flanagan, L. B., Yakir, D., Bowling, D. R., Still, C. J., Buchmann, N., Kaplan, J. O., and Berry, J. A.: The application and interpretation of Keeling plots in terrestrial carbon cycle research, Glob. Biogeochem. Cy., 17(1), 1022, https://doi.org/10.1029/2001gb001850, 2003a. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple">Pataki, D. E., Ellsworth, D. S., Evans, R. D., Gonzalez-Meler, M., King, J., Leavitt, S. W., Lin, G. H., Matamala, R., Pendall, E., Siegwolf, R., Van Kessel, C., and Ehleringer, J. R.: Tracing changes in ecosystem function under elevated carbon dioxide conditions, Bioscience, 53, 805&amp;ndash;818, 2003b. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple">Pataki, D. E., Lai, C. T., Keeling, C. D., and Ehleringer, J. R.: Insights from stable isotopes on the role of terrestrial ecosystems in the global carbon cycle, in: Terrestrial ecosystems in a changing world, edited by: Canadell, J. G., Pataki, D. E., and Pitelka, L. F., Global change &amp;ndash; the IGBP series, Springer, Berlin, Heildelberg, Germany, 37&amp;ndash;44, 2007. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple">Ponton, S., Flanagan, L. B., Alstad, K. P., Johnson, B. G., Morgenstern, K., Kljun, N., Black, T. A., and Barr, A. G.: Comparison of ecosystem water-use efficiency among Douglas-fir forest, aspen forest and grassland using eddy covariance and carbon isotope techniques, Global Change Biology, 12, 294&amp;ndash;310, 2006. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple">Schulze, E. D.: Carbon-dioxide and water-vapor exchange in response to drought in the atmosphere and in the soil, Annual Review of Plant Physiology and Plant Molecular Biology, 37, 247&amp;ndash;274, 1986. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple">Sokal, R. R., and Rohlf, F. J.: Biometry the principles and practice of statistics in biological research, 3 ed., W. H. Freeman and Company, New York, 887 pp., 1995. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple">Souza, J. S. de: Dinâmica espacial e temporal do fluxo de CO&lt;sub&gt;2&lt;/sub&gt; do solo em floresta de terra firme na Amazônia Central, M.S. thesis, Coordena&amp;#x00E7;ão de Ciências Florestais Tropicais, Instituto Nacional de Pesquisas da Amazônia, Universidade Federal do Amazonas, Manaus, Brazil, 62 pp., 2004. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple">Sparks, J. P. and Ehleringer, J. R.: Leaf carbon isotope discrimination and nitrogen content for riparian trees along elevational transects, Oecologia, 109, 362&amp;ndash;367, 1997. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple">Sternberg, L. D. L., Mulkey, S. S., and Wright, S. J.: Ecological interpretation of leaf carbon isotope ratios: influence of respired carbon dioxide, Ecology, 70, 1317&amp;ndash;1324, 1989. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple">Sternberg, L. D. S., Moreira, M. Z., Martinelli, L. A., Victoria, R. L., Barbosa, E. M., Bonates, L. C. M., and Nepstad, D. C.: Carbon dioxide recycling in two Amazonian tropical forests, Agricultural and Forest Meteorology, 88, 259&amp;ndash;268, 1997. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple">Stewart, G. R., Turnbull, M. H., Schmidt, S., and Erskine, P. D.: $^13$C natural-abundance in plant communities along a rainfall gradient: a biological integrator of water availability, Australian Journal of Plant Physiology, 22, 51&amp;ndash;55, 1995. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple">Tu, K. and Dawson, T.: Partitioning ecosystem respiration using stable carbon isotope analyses of CO&lt;sub&gt;2&lt;/sub&gt;, in: Stable isotopes and biosphere-atmosphere interactions Processes and biological controls, 1st ed., edited by: Flanagan, L. B., Ehleringer, J. R., and Pataki, D. E., Physiological ecology, Elsevier Academic Press, London, UK, 125&amp;ndash;153, 2005. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple">Vandermerwe, N. J., and Medina, E.: Photosynthesis and $^13$C/$^12$C ratios in Amazonian rain forests, Geochimica et Cosmochimica Acta, 53, 1091-1094, 1989. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple">Vitousek, P. M., Field, C. B., and Matson, P. A.: Variation in foliar $\delta ^13$C in Hawaiian \textitMetrosideros polymorpha: a case of internal resistance?, Oecologia, 84, 362&amp;ndash;370, 1990. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple">Waterloo, M. J., Oliveira, S. M., Drucker, D. P., Nobre, A. D., Cuartas, L. A., Hodnett, M. G., Langedijk, I., Jans, W. W. P., Tomasella, J., de Araujo, A. C., Pimentel, T. P., and Estrada, J. C. M.: Export of organic carbon in run-off from an Amazonian rainforest blackwater catchment, Hydrological Processes, 20, 2581&amp;ndash;2597, 2006. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple">Werner, C., Unger, S., Pereira, J. S., Maia, R., David, T. S., Kurz-Besson, C., David, J. S., and Maguas, C.: Importance of short-term dynamics in carbon isotope ratios of ecosystem respiration ($\delta ^13$C$_R)$ in a Mediterranean oak woodland and linkage to environmental factors, New Phytologist, 172, 330&amp;ndash;346, 2006. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple">White, J. and Vaughn, B.: Stable isotopic composition of atmospheric carbon dioxide ($^13$C and $^18$O) from the NOAA GMD carbon cycle cooperative global air sampling network, 1990&amp;ndash;2005, version: 2006-12-01.1456, available at: ftp://ftp.cmdl.noaa.gov/ccg/co2c13/flask/event/, 2007. </mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple">Zimmerman, J. K., and Ehleringer, J. R.: Carbon isotope ratios are correlated with irradiance levels in the Panamanian orchid \textitCatasetum viridiflavum, Oecologia, 83, 247&amp;ndash;249, 1990. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple">Zobitz, J. M., Keener, J. P., Schnyder, H., and Bowling, D. R.: Sensitivity analysis and quantification of uncertainty for isotopic mixing relationships in carbon cycle research, Agricultural and Forest Meteorology, 136, 56&amp;ndash;75, 2006. </mixed-citation>
</ref>
</ref-list>
</back>
</article>